Triple
T7110547
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Total Maximum Daily Loads program |
E165695
|
entity |
| Predicate | enforcementMechanism |
P1687
|
FINISHED |
| Object | NPDES permits |
E7317
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: NPDES permits | Statement: [Total Maximum Daily Loads program, enforcementMechanism, NPDES permits]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: NPDES permits Context triple: [Total Maximum Daily Loads program, enforcementMechanism, NPDES permits]
-
A.
National Pollutant Discharge Elimination System
chosen
The National Pollutant Discharge Elimination System is a U.S. regulatory permitting program that controls water pollution by regulating point-source discharges of pollutants into waters of the United States.
-
B.
Division of Environmental Permits
The Division of Environmental Permits is a unit within New York State’s environmental regulatory agency that reviews and issues permits for activities affecting the state’s natural resources and environment.
-
C.
National Primary Drinking Water Regulations
The National Primary Drinking Water Regulations are U.S. federal standards that set legally enforceable limits on contaminants in public drinking water systems to protect human health.
-
D.
NESHAP
NESHAP stands for National Emission Standards for Hazardous Air Pollutants, a set of U.S. federal regulations that limit emissions of toxic air pollutants from industrial and commercial sources.
-
E.
EQIP National Water Quality Initiative
The EQIP National Water Quality Initiative is a targeted conservation effort under USDA’s Environmental Quality Incentives Program that helps farmers and landowners implement practices to reduce agricultural runoff and improve water quality in priority watersheds.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c6888120f081908f8f01b201dc4a4c |
completed | March 27, 2026, 1:39 p.m. |
| NER | Named-entity recognition | batch_69c6e5be09d881909988b5382ffa20ed |
completed | March 27, 2026, 8:17 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c79cb8d4988190945516cee5d6d53b |
completed | March 28, 2026, 9:17 a.m. |
Created at: March 27, 2026, 2:43 p.m.